Shikui Tu
16 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Academic Marathon (5) ๐ Renaissance Researcher (7) ๐ Conference Polyglot (5) ๐บ๏ธ Taxonomy Completionist (35)
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Keyword Pioneer
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๐
Conference Polyglot
(5)
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๐ค
Dynamic Duo
(14)
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(5)
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(14)
๐๏ธ
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(6)
Conferences
AAAI (7)
IJCAI (5)
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(4)
monte carlo tree search
(3)
unsupervised learning
(2)
sketch synthesis
(2)
self-supervised learning
(2)
deep learning
(2)
protein structure
(2)
affinity learning
(2)
neural network
(2)
graph matching
(2)
path consistency
(2)
reinforcement learning
(2)
diffusion model
(2)
sketch representation
(2)
wavelet transform
(1)
image synthesis
(1)
sample efficiency
(1)
3d vision
(1)
deep reinforcement learning
(1)
selective sampling
(1)
Papers
Full-Atom Peptide Design via RiemannianโEuclidean Bayesian Flow Networks
AAAI 2026
SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding
AAAI 2026
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations
ICLR 2025
Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge
IJCAI 2024
Multilevel Attention Network with Semi-supervised Domain Adaptation for Drug-Target Prediction
AAAI 2024
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
NIPS 2024
Self-Supervised Learning for Enhancing Spatial Awareness in Free-Hand Sketches
IJCAI 2024
SketchEdit: Editing Freehand Sketches at the Stroke-Level
IJCAI 2024
Generalized Weighted Path Consistency for Mastering Atari Games
NIPS 2023
Self-Supervised Bidirectional Learning for Graph Matching
AAAI 2023
Linking Sketch Patches by Learning Synonymous Proximity for Graphic Sketch Representation
AAAI 2023
GLPocket: A Multi-Scale Representation Learning Approach for Protein Binding Site Prediction
IJCAI 2023
Efficient Learning for AlphaZero via Path Consistency
ICML 2022
IA-GM: A Deep Bidirectional Learning Method for Graph Matching
AAAI 2021
DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding
AAAI 2021
Discrete Biorthogonal Wavelet Transform Based Convolutional Neural Network for Atrial Fibrillation Diagnosis from Electrocardiogram
IJCAI 2020